Matches in SemOpenAlex for { <https://semopenalex.org/work/W2135870446> ?p ?o ?g. }
Showing items 1 to 84 of
84
with 100 items per page.
- W2135870446 abstract "The unrestrainable growth of data in many domains in which machine learning could be applied has brought a new field called largescale learning that intends to develop efficient and scalable algorithms with regard to requirements of computation, memory, time and communications. A promising line of research for large-scale learning is distributed learning. It involves learning from data stored at different locations and, eventually, select and combine the local classifiers to obtain a unique global answer using one of three main approaches. This paper is concerned with a significant issue that arises when distributed data comes in from several sources, each of which has a different distribution. The class-probability distribution of data (CPDD) is defined and its impact on the performance of the three combination approaches is analyzed. Results show the necessity of taking into account the CPDD, concluding that combining only related knowledge is the most appropriate manner for learning in a distributed manner." @default.
- W2135870446 created "2016-06-24" @default.
- W2135870446 creator A5046448840 @default.
- W2135870446 creator A5051434163 @default.
- W2135870446 creator A5086001879 @default.
- W2135870446 date "2011-01-01" @default.
- W2135870446 modified "2023-09-25" @default.
- W2135870446 title "On the Effectiveness of Distributed Learning on Different Class-Probability Distributions of Data" @default.
- W2135870446 cites W1534477342 @default.
- W2135870446 cites W1594993535 @default.
- W2135870446 cites W1963640525 @default.
- W2135870446 cites W2073874433 @default.
- W2135870446 cites W2128906841 @default.
- W2135870446 cites W2135293965 @default.
- W2135870446 cites W2142792844 @default.
- W2135870446 cites W2165489676 @default.
- W2135870446 cites W4230674625 @default.
- W2135870446 cites W4234497875 @default.
- W2135870446 cites W4250948866 @default.
- W2135870446 doi "https://doi.org/10.1007/978-3-642-25274-7_12" @default.
- W2135870446 hasPublicationYear "2011" @default.
- W2135870446 type Work @default.
- W2135870446 sameAs 2135870446 @default.
- W2135870446 citedByCount "1" @default.
- W2135870446 countsByYear W21358704462016 @default.
- W2135870446 crossrefType "book-chapter" @default.
- W2135870446 hasAuthorship W2135870446A5046448840 @default.
- W2135870446 hasAuthorship W2135870446A5051434163 @default.
- W2135870446 hasAuthorship W2135870446A5086001879 @default.
- W2135870446 hasConcept C105795698 @default.
- W2135870446 hasConcept C119857082 @default.
- W2135870446 hasConcept C121332964 @default.
- W2135870446 hasConcept C149441793 @default.
- W2135870446 hasConcept C154945302 @default.
- W2135870446 hasConcept C202444582 @default.
- W2135870446 hasConcept C2777212361 @default.
- W2135870446 hasConcept C2778755073 @default.
- W2135870446 hasConcept C33923547 @default.
- W2135870446 hasConcept C41008148 @default.
- W2135870446 hasConcept C48044578 @default.
- W2135870446 hasConcept C62520636 @default.
- W2135870446 hasConcept C77088390 @default.
- W2135870446 hasConcept C9652623 @default.
- W2135870446 hasConceptScore W2135870446C105795698 @default.
- W2135870446 hasConceptScore W2135870446C119857082 @default.
- W2135870446 hasConceptScore W2135870446C121332964 @default.
- W2135870446 hasConceptScore W2135870446C149441793 @default.
- W2135870446 hasConceptScore W2135870446C154945302 @default.
- W2135870446 hasConceptScore W2135870446C202444582 @default.
- W2135870446 hasConceptScore W2135870446C2777212361 @default.
- W2135870446 hasConceptScore W2135870446C2778755073 @default.
- W2135870446 hasConceptScore W2135870446C33923547 @default.
- W2135870446 hasConceptScore W2135870446C41008148 @default.
- W2135870446 hasConceptScore W2135870446C48044578 @default.
- W2135870446 hasConceptScore W2135870446C62520636 @default.
- W2135870446 hasConceptScore W2135870446C77088390 @default.
- W2135870446 hasConceptScore W2135870446C9652623 @default.
- W2135870446 hasLocation W21358704461 @default.
- W2135870446 hasOpenAccess W2135870446 @default.
- W2135870446 hasPrimaryLocation W21358704461 @default.
- W2135870446 hasRelatedWork W1545982759 @default.
- W2135870446 hasRelatedWork W1589195347 @default.
- W2135870446 hasRelatedWork W1647591404 @default.
- W2135870446 hasRelatedWork W1773321559 @default.
- W2135870446 hasRelatedWork W1849811180 @default.
- W2135870446 hasRelatedWork W2059467204 @default.
- W2135870446 hasRelatedWork W2098003004 @default.
- W2135870446 hasRelatedWork W2160668399 @default.
- W2135870446 hasRelatedWork W2294749919 @default.
- W2135870446 hasRelatedWork W2479391744 @default.
- W2135870446 hasRelatedWork W2553962196 @default.
- W2135870446 hasRelatedWork W2568092238 @default.
- W2135870446 hasRelatedWork W2801670038 @default.
- W2135870446 hasRelatedWork W2978291687 @default.
- W2135870446 hasRelatedWork W2990948232 @default.
- W2135870446 hasRelatedWork W3013609115 @default.
- W2135870446 hasRelatedWork W3034251282 @default.
- W2135870446 hasRelatedWork W3197309915 @default.
- W2135870446 hasRelatedWork W36398315 @default.
- W2135870446 hasRelatedWork W582946240 @default.
- W2135870446 isParatext "false" @default.
- W2135870446 isRetracted "false" @default.
- W2135870446 magId "2135870446" @default.
- W2135870446 workType "book-chapter" @default.